{"id":"W2136242548","doi":"10.1111/j.1557-9263.2012.00389.x","title":"Using microphone arrays to examine effects of observers on birds during point count surveys","year":2012,"lang":"en","type":"article","venue":"Journal of Field Ornithology","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Carleton University","funders":"","keywords":"Songbird; Geography; Observer (physics); Geodesy; Statistics; Humanities; Cartography; Mathematics; Biology; Ecology; Art; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049195,0.00008730145,0.0001880973,0.00007077042,0.00003278093,0.000003740647,0.0001705993,0.0001242476,0.00003512805],"category_scores_gemma":[0.0002855467,0.00007296667,0.00008375826,0.00006584358,0.00003030811,0.000005232065,0.00007635072,0.0001592508,0.000005083752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001808611,"about_ca_system_score_gemma":0.00002746716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001057684,"about_ca_topic_score_gemma":0.000008260311,"domain_scores_codex":[0.9991871,0.0002220633,0.0002659493,0.00007237497,0.00008251632,0.0001700632],"domain_scores_gemma":[0.999313,0.00006498573,0.0001949186,0.0002024717,0.0001248237,0.00009978045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000158769,0.0001382803,0.02821981,0.00002193602,0.00002156396,0.000009487937,0.00006127373,0.00001747955,0.9707103,0.000004127112,0.0002523295,0.000384621],"study_design_scores_gemma":[0.0004016792,0.001097907,0.1951642,0.00003017512,0.00002215259,0.0001408444,0.00004824041,4.321697e-7,0.8023076,0.000001478869,0.0007163061,0.00006890632],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950045,0.0002735618,0.004045038,0.0002398798,0.0002853372,0.00006008886,0.000001674501,0.000001873627,0.00008808833],"genre_scores_gemma":[0.9963071,0.00006975563,0.002863296,0.0004799996,0.0001921554,9.601439e-7,0.000001707733,0.00001010724,0.00007488417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1684027,"threshold_uncertainty_score":0.2975495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04084734767371628,"score_gpt":0.3142126918838322,"score_spread":0.2733653442101159,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}